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Azure Cognitive Services
Alex Pshul (@AlexPshul)
Software Consultant
Cognitive Services
2015
About Me
More than 7 years of experience in .NET
Software consultant at CodeValue
OzCode Evangelist (www.oz-code.com)
Talk to me about: Programming, Hardware, Gadgets, Gaming, Animals.
@AlexPshul
alex@pshul.com
http://www.pshul.com
Agenda
What are cognitive services?
Vision
Speech
Language
Knowledge
Search
Labs
Demo
Cognitive Services
Vision
Vision
Vision – Vision API – Analyze an Image
Description
Vision – Vision API – Analyze an Image
Tags
Vision – Vision API – Analyze an Image
Other
Vision – Vision API – Analyze an Image
Faces
Vision – Vision API – Read Text in Images
Vision – Vision API – Read Text in Images
Metadata
Vision – Vision API – Read Text in Images
Regions
Vision – Vision API – Read Text in Images
Vision – Vision API – Recognize
Vision
Speech
Language
Language – Bing Spell Check
Text
he will be their in 5 minutes
Resonse
Result
he will be there in 5 minutes
Language – Bing Spell Check
Language
Language – Text Analytics
Positive Text
I had a wonderful experience! The
rooms were wonderful and the
staff was helpful.
I had a wonderful experience! The
rooms were wonderful and the
staff was helpful.
Language – Text Analytics
Negative Text
I had a terrible time at the hotel.
The staff was rude and the food
was awful.
Language – Text Analytics
Knowledge
Knowledge
Knowledge – Entity Linking
Text
Mars is the fourth planet from the
Sun and the second smallest planet
in the Solar System, after Mercury.
Named after the Roman god of
war, it is often referred to as the
'Red Planet' because the iron oxide
prevalent on its surface gives it a
reddish appearance.
Mars is the fourth planet from the
Sun and the second smallest planet
in the Solar System, after Mercury.
Named after the Roman god of
war, it is often referred to as the
'Red Planet' because the iron oxide
prevalent on its surface gives it a
reddish appearance.
{
"entities": [
{
"matches": [
{
"text": "Mars",
"entries": [
{
"offset": 0
}
]
},
{
"text": "Red Planet",
"entries": [
{
"offset": 172
}
]
}
],
"name": "Mars",
"wikipediaId": "Mars",
"score": 0.993
},
{
"matches": [
{
"text": "Sun",
"entries": [
{
"offset": 35
}
]
}
],
"name": "Sun",
"wikipediaId": "Sun",
"score": 1.0
},
{
"matches": [
{
"text": "the Solar System",
"entries": [
{
"offset": 73
}
]
}
],
"name": "Solar System",
"wikipediaId": "Solar System",
"score": 1.0
},
{
"matches": [
{
"text": "Mercury",
"entries": [
{
"offset": 97
}
]
}
],
"name": "De Graft",
"wikipediaId": "Mercury (planet)",
"score": 0.999
},
{
"matches": [
{
"text": "Roman god of war",
"entries": [
{
"offset": 122
}
]
}
],
"name": "Mars",
"wikipediaId": "Mars (mythology)",
"score": 0.387
}
]
}
Knowledge – Entity Linking
Text
Mars is the fourth planet from the
Sun and the second smallest planet
in the Solar System, after Mercury.
Named after the Roman god of
war, it is often referred to as the
'Red Planet' because the iron oxide
prevalent on its surface gives it a
reddish appearance.
Mars is the fourth planet from the
Sun and the second smallest planet
in the Solar System, after Mercury.
Named after the Roman god of
war, it is often referred to as the
'Red Planet' because the iron oxide
prevalent on its surface gives it a
reddish appearance.
{
"entities": [
{
"matches": [
{
"text": "Mars",
"entries": [
{
"offset": 0
}
]
},
{
"text": "Red Planet",
"entries": [
{
"offset": 172
}
]
}
],
"name": "Mars",
"wikipediaId": "Mars",
"score": 0.993
},
{
"matches": [
{
"text": "Sun",
"entries": [
{
"offset": 35
}
]
}
],
"name": "Sun",
"wikipediaId": "Sun",
"score": 1.0
},
{
"matches": [
{
"text": "the Solar System",
"entries": [
{
"offset": 73
}
]
}
],
"name": "Solar System",
"wikipediaId": "Solar System",
"score": 1.0
},
{
"matches": [
{
"text": "Mercury",
"entries": [
{
"offset": 97
}
]
}
],
"name": "De Graft",
"wikipediaId": "Mercury (planet)",
"score": 0.999
},
{
"matches": [
{
"text": "Roman god of war",
"entries": [
{
"offset": 122
}
]
}
],
"name": "Mars",
"wikipediaId": "Mars (mythology)",
"score": 0.387
}
]
}
{
"matches": [
{
"text": "Sun",
"entries": [
{
"offset": 35
}
]
}
],
"name": "Sun",
"wikipediaId": "Sun",
"score": 1.0
},
"matches": [
{
"text": "Mars",
"entries": [
{
"offset": 0
}
]
},
{
"text": "Red Planet",
"entries": [
{
"offset": 172
}
]
}
],
"name": "Mars",
"wikipediaId": "Mars",
"score": 0.993
Knowledge
Search
Search
{
"_type": "Suggestions",
"instrumentation": null,
"queryContext": {
"originalQuery": "pirtes of the Caribbean"
},
"suggestionGroups": [
{
"name": "Web",
"searchSuggestions": [
{
"url": "https://www.bing.com/cr?IG=EFF2903CB474487EB26626D0575166C8&CID=13E919C730156EED1E8...,
"urlPingSuffix": null,
"displayText": "pirates of the caribbean",
"query": "pirates of the caribbean",
"searchKind": "WebSearch"
},
…
]
}
]
}
"_type": "Suggestions",
"instrumentation": null,
"queryContext": {
"originalQuery": "pirtes of the Caribbean"
"url": "https://www.bing.com/cr?IG=EFF2903CB474487EB26626D0575166C8&CID=13E919C730156EED1E8...,
"urlPingSuffix": null,
"displayText": "pirates of the caribbean",
"query": "pirates of the caribbean",
"searchKind": "WebSearch"
Search
Vision
Emotions
Emotions
Emotions
Vision
Labs
Labs – Project Prague
Resources
THANK YOU
@AlexPshul
alex@pshul.com
http://www.pshul.com

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Azure Cognitive services

  • 1. Azure Cognitive Services Alex Pshul (@AlexPshul) Software Consultant
  • 2.
  • 4. About Me More than 7 years of experience in .NET Software consultant at CodeValue OzCode Evangelist (www.oz-code.com) Talk to me about: Programming, Hardware, Gadgets, Gaming, Animals. @AlexPshul alex@pshul.com http://www.pshul.com
  • 5. Agenda What are cognitive services? Vision Speech Language Knowledge Search Labs Demo
  • 9. Vision – Vision API – Analyze an Image Description
  • 10. Vision – Vision API – Analyze an Image Tags
  • 11. Vision – Vision API – Analyze an Image Other
  • 12. Vision – Vision API – Analyze an Image Faces
  • 13. Vision – Vision API – Read Text in Images
  • 14. Vision – Vision API – Read Text in Images Metadata
  • 15. Vision – Vision API – Read Text in Images Regions
  • 16. Vision – Vision API – Read Text in Images
  • 17. Vision – Vision API – Recognize
  • 21. Language – Bing Spell Check Text he will be their in 5 minutes Resonse Result he will be there in 5 minutes
  • 22. Language – Bing Spell Check
  • 24. Language – Text Analytics Positive Text I had a wonderful experience! The rooms were wonderful and the staff was helpful. I had a wonderful experience! The rooms were wonderful and the staff was helpful.
  • 25. Language – Text Analytics Negative Text I had a terrible time at the hotel. The staff was rude and the food was awful.
  • 26. Language – Text Analytics
  • 29. Knowledge – Entity Linking Text Mars is the fourth planet from the Sun and the second smallest planet in the Solar System, after Mercury. Named after the Roman god of war, it is often referred to as the 'Red Planet' because the iron oxide prevalent on its surface gives it a reddish appearance. Mars is the fourth planet from the Sun and the second smallest planet in the Solar System, after Mercury. Named after the Roman god of war, it is often referred to as the 'Red Planet' because the iron oxide prevalent on its surface gives it a reddish appearance. { "entities": [ { "matches": [ { "text": "Mars", "entries": [ { "offset": 0 } ] }, { "text": "Red Planet", "entries": [ { "offset": 172 } ] } ], "name": "Mars", "wikipediaId": "Mars", "score": 0.993 }, { "matches": [ { "text": "Sun", "entries": [ { "offset": 35 } ] } ], "name": "Sun", "wikipediaId": "Sun", "score": 1.0 }, { "matches": [ { "text": "the Solar System", "entries": [ { "offset": 73 } ] } ], "name": "Solar System", "wikipediaId": "Solar System", "score": 1.0 }, { "matches": [ { "text": "Mercury", "entries": [ { "offset": 97 } ] } ], "name": "De Graft", "wikipediaId": "Mercury (planet)", "score": 0.999 }, { "matches": [ { "text": "Roman god of war", "entries": [ { "offset": 122 } ] } ], "name": "Mars", "wikipediaId": "Mars (mythology)", "score": 0.387 } ] }
  • 30. Knowledge – Entity Linking Text Mars is the fourth planet from the Sun and the second smallest planet in the Solar System, after Mercury. Named after the Roman god of war, it is often referred to as the 'Red Planet' because the iron oxide prevalent on its surface gives it a reddish appearance. Mars is the fourth planet from the Sun and the second smallest planet in the Solar System, after Mercury. Named after the Roman god of war, it is often referred to as the 'Red Planet' because the iron oxide prevalent on its surface gives it a reddish appearance. { "entities": [ { "matches": [ { "text": "Mars", "entries": [ { "offset": 0 } ] }, { "text": "Red Planet", "entries": [ { "offset": 172 } ] } ], "name": "Mars", "wikipediaId": "Mars", "score": 0.993 }, { "matches": [ { "text": "Sun", "entries": [ { "offset": 35 } ] } ], "name": "Sun", "wikipediaId": "Sun", "score": 1.0 }, { "matches": [ { "text": "the Solar System", "entries": [ { "offset": 73 } ] } ], "name": "Solar System", "wikipediaId": "Solar System", "score": 1.0 }, { "matches": [ { "text": "Mercury", "entries": [ { "offset": 97 } ] } ], "name": "De Graft", "wikipediaId": "Mercury (planet)", "score": 0.999 }, { "matches": [ { "text": "Roman god of war", "entries": [ { "offset": 122 } ] } ], "name": "Mars", "wikipediaId": "Mars (mythology)", "score": 0.387 } ] } { "matches": [ { "text": "Sun", "entries": [ { "offset": 35 } ] } ], "name": "Sun", "wikipediaId": "Sun", "score": 1.0 }, "matches": [ { "text": "Mars", "entries": [ { "offset": 0 } ] }, { "text": "Red Planet", "entries": [ { "offset": 172 } ] } ], "name": "Mars", "wikipediaId": "Mars", "score": 0.993
  • 33. Search { "_type": "Suggestions", "instrumentation": null, "queryContext": { "originalQuery": "pirtes of the Caribbean" }, "suggestionGroups": [ { "name": "Web", "searchSuggestions": [ { "url": "https://www.bing.com/cr?IG=EFF2903CB474487EB26626D0575166C8&CID=13E919C730156EED1E8..., "urlPingSuffix": null, "displayText": "pirates of the caribbean", "query": "pirates of the caribbean", "searchKind": "WebSearch" }, … ] } ] } "_type": "Suggestions", "instrumentation": null, "queryContext": { "originalQuery": "pirtes of the Caribbean" "url": "https://www.bing.com/cr?IG=EFF2903CB474487EB26626D0575166C8&CID=13E919C730156EED1E8..., "urlPingSuffix": null, "displayText": "pirates of the caribbean", "query": "pirates of the caribbean", "searchKind": "WebSearch"
  • 40. Labs